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Residual-star plot: HSM_M4_* column names#293

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fix/hsm-m4-column-names
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Residual-star plot: HSM_M4_* column names#293
cailmdaley wants to merge 1 commit into
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fix/hsm-m4-column-names

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Closes #292.

Four one-line renames in papers/catalog/2025_12_09_residual_star_plot.py: the fourth-moment column reads move from the moment4-era names (M_4_STAR_1, …) to the HSM_M4_* grammar written by CosmoStat/shapepipe#859. The file's g/T reads already use the HSM_ grammar. No other reader of the old names exists in this repo.

Note: the columns only exist in catalogues produced with shapepipe#859 (itself based on shapepipe#812), so this PR is inert until those merge and a run produces them — but the old names never existed in any shipped catalogue either (shapepipe#698 was never merged), so there is nothing to stay compatible with.

🤖 Generated with Claude Code

https://claude.ai/code/session_01K98geWHTuT62whqjKocfCm

…ammar

shapepipe PR CosmoStat/shapepipe#859 writes fourth moments as
HSM_M4_{1,2}_{STAR,PSF}, following the HSM_ column grammar from
CosmoStat/shapepipe#812. Update the four reads from the moment4-era
names (M_4_STAR_1, ...), which now KeyError.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01K98geWHTuT62whqjKocfCm
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Update residual-star plot to HSM_M4_* column names

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